Triple
T15674141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lew Hayward |
E377392
|
entity |
| Predicate | formerBusinessPartnerOf |
P282
|
FINISHED |
| Object | Frank Cross |
E377391
|
NE FINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Frank Cross | Statement: [Lew Hayward, formerBusinessPartnerOf, Frank Cross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Cross Context triple: [Lew Hayward, formerBusinessPartnerOf, Frank Cross]
-
A.
Frank Cross
chosen
Frank Cross is the cynical, work-obsessed television executive portrayed by Bill Murray in the 1988 Christmas comedy film "Scrooged," a modern retelling of Charles Dickens' "A Christmas Carol."
-
B.
James Cross
James Cross is a character in the 1988 Christmas comedy film "Scrooged," appearing as a relative of the main character Frank Cross.
-
C.
Peter Cross
Peter Cross is an English illustrator and artist best known for his detailed, whimsical artwork, including cover illustrations for science fiction and fantasy books.
-
D.
Theo Cross
Theo Cross is the child of British actor Ben Cross, known for his role in the film "Chariots of Fire."
-
E.
Damon Cross
Damon Cross is a charismatic and morally ambiguous music executive and love interest in the TV series "Empire."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerBusinessPartnerOf Context triple: [Lew Hayward, formerBusinessPartnerOf, Frank Cross]
-
A.
formerPartner
Indicates that one entity was previously in a romantic or partnership relationship with another entity, but that relationship has since ended.
-
B.
businessPartner
chosen
Indicates a formal collaborative relationship between two entities that work together in a business context, typically sharing responsibilities, risks, or benefits.
-
C.
formerColleagueOf
Indicates that two entities once worked together as colleagues in the past but no longer do so.
-
D.
cooperationPartner
Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
-
E.
tradingPartner
Indicates a relationship where two entities engage in the exchange of goods, services, or financial instruments with one another.
- F. None of above.
Provenance (4 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f2c996c8190a9ebe0e92608feaa |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff756b9af48190a634f23ace966ae9 |
completed | May 9, 2026, 5:56 p.m. |
| PD | Predicate disambiguation | batch_69deda8b36a4819081cb5708fe77ef51 |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:16 a.m.